Deep neural network compression through interpretability-based filter pruning.
Kaixuan YaoFeilong CaoYee LeungJiye LiangPublished in: Pattern Recognit. (2021)
Keyphrases
- neural network
- compression ratio
- compression algorithm
- image compression
- artificial neural networks
- data compression
- back propagation
- search space
- prediction accuracy
- pruning method
- compression scheme
- multilayer perceptron
- feed forward neural networks
- neural network is trained
- sigmoid function
- training algorithm
- pattern recognition
- noise reduction
- neural network model
- knn
- bp neural network
- prediction model
- rule base
- noise removal
- lossless compression
- compression rate
- deep learning
- fuzzy neural network
- filtering algorithm
- pruning algorithm
- self organizing maps
- effective pruning